download_image <- function(x, fl) {
if (!file.exists(fl)) {
tryCatch(download.file(x, fl, quiet = TRUE), error = function(e) NULL)
}
invisible(fl)
}
download_images <- function(x) {
ext <- sub(".*\\.", ".", x)
id <- img_id(x)
x <- tiny_img(id)
fl <- file.path("images", paste0(id, ext))
for (i in seq_along(x)) {
download_image(x[i], fl[i])
}
invisible(fl)
}
read_image <- function(f, width = 33, height = 64) {
tryCatch({
i <- OpenImageR::readImage(f)
i <- OpenImageR::rgb_2gray(i)
i <- OpenImageR::resizeImage(i, width, height, method = "bilinear")
as.vector(i)
}, error = function(e) list())
}
read_images <- function(x, width = 33, height = 64) {
future::plan(future::multiprocess)
i <- future.apply::future_lapply(x, read_image, width = width, height = height)
names(i) <- x
i[lengths(i) > 0]
}
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